Fold 0
Model 0 best validation auc = 0.752582 on epoch 20
Model 0 test auc = 0.670078
Ensemble test auc = 0.670078
Fold 1
Model 0 best validation auc = 0.749765 on epoch 74
Model 0 test auc = 0.707706
Ensemble test auc = 0.707706
Fold 2
Model 0 best validation auc = 0.773239 on epoch 39
Model 0 test auc = 0.664058
Ensemble test auc = 0.664058
Fold 3
Warning: Found a task with predictions all 0s or all 1s
Model 0 best validation auc = 0.748357 on epoch 10
Model 0 test auc = 0.729681
Ensemble test auc = 0.729681
Fold 4
Model 0 best validation auc = 0.745540 on epoch 17
Model 0 test auc = 0.723359
Ensemble test auc = 0.723359
Fold 5
Warning: Found a task with predictions all 0s or all 1s
Model 0 best validation auc = 0.747887 on epoch 28
Model 0 test auc = 0.732390
Ensemble test auc = 0.732390
Fold 6
Model 0 best validation auc = 0.765493 on epoch 28
Model 0 test auc = 0.732691
Ensemble test auc = 0.732691
Fold 7
Model 0 best validation auc = 0.786385 on epoch 0
Model 0 test auc = 0.840458
Ensemble test auc = 0.840458
Fold 8
Warning: Found a task with predictions all 0s or all 1s
Model 0 best validation auc = 0.762911 on epoch 26
Model 0 test auc = 0.742324
Ensemble test auc = 0.742324
Fold 9
Warning: Found a task with predictions all 0s or all 1s
Model 0 best validation auc = 0.752113 on epoch 7
Model 0 test auc = 0.603251
Ensemble test auc = 0.603251
10-fold cross validation
	Seed 0 ==> test auc = 0.670078
	Seed 1 ==> test auc = 0.707706
	Seed 2 ==> test auc = 0.664058
	Seed 3 ==> test auc = 0.729681
	Seed 4 ==> test auc = 0.723359
	Seed 5 ==> test auc = 0.732390
	Seed 6 ==> test auc = 0.732691
	Seed 7 ==> test auc = 0.840458
	Seed 8 ==> test auc = 0.742324
	Seed 9 ==> test auc = 0.603251
Overall test auc = 0.714600 +/- 0.058770
Elapsed time = 0:03:08
